Boutilier, Craig

Interpretation of published articles page

Code, Nr	Citation
1	NIL A Selection of Craig Boutilier's Recent Papers This page is updated frequently. More to come...
2	Papers/noisy.ps Belief Revision with Unreliable Observations Craig Boutilier , Nir Friedman and Joseph Y. Halpern To appear, AAAI-98. You can view the abstract or you can retrieve the paper (123K).
c-aaai-98-123	Craig Boutilier, Nir Friedman, and Joseph Y. Halpern. Belief Revision with Unreliable Observations . Proc. AAAI National Conference on Artificial Intelligence, 1998, pp. 123-145.
3	Papers/macros.ps Hierarchical Solution of Markov Decision Processes using Macro-actions Milos Hauskrecht , Nicolas Meuleau , Craig Boutilier , Leslie Pack Kaelbling and Thomas Dean Revised version of this to appear, UAI-98. You can view the abstract or you can retrieve the paper (174K).
4	Papers/merging.ps Solving Very Large Weakly Coupled Markov Decision Processes Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, Leonid Peshkin, Leslie Pack Kaelbling, Thomas Dean and Craig Boutilier To appear, AAAI-98. You can view the abstract or you can retrieve the paper (187K).
5	Papers/reachability.ps Structured Reachability Analysis for Markov Decision Processes Craig Boutilier , Ronen I. Brafman and Christopher Geib To appear, UAI-98. You can view the abstract or you can retrieve the paper (166K).
6	Papers/lpsp.ps LPSP: A Linear Plan-level Stochastic Planner Ronen I. Brafman , Holger H. Hoos and Craig Boutilier Unpublished manuscript. You can view the abstract or you can retrieve the paper (91K).
7	Papers/multirl2.ps The Dynamics of Reinforcement Learning in Cooperative Multiagent Systems Caroline Claus and Craig Boutilier , To appear, AAAI-98. You can view the abstract or you can retrieve the paper (139K). An earlier and rather different version appeared in the AAAI Workshop on Multiagent Learning, 1997. This earlier version contains material on partial action observability, not present in the latter (which contains material on optimistic exploration methods that increase the probability of converging to optimal equilibria not contained in the earlier version). You can view the abstract or you can retrieve the paper (134K).
8	Papers/editorial.ps AIJ Editorial: Economic Principles of Multi-Agent Systems Craig Boutilier , Yoav Shoham and Michael P. Wellman , Artificial Intelligence Journal 94(1):1-6 (1997). You can retrieve the paper (69K).
9	Papers/decomposition.ps Prioritized Goal Decomposition of Markov Decision Processes: Toward a Synthesis of Classical and Decision Theoretic Planning Craig Boutilier , Ronen I. Brafman and Christopher Geib , To Appear, IJCAI-97, Nagoya You can view the abstract or you can retrieve the paper (119K).
10	Papers/belchange.ps A Unified Model of Qualitative Belief Change: A Dynamical Systems Perspective Craig Boutilier , To appear, Artificial Intelligence Journal You can view the abstract or you can retrieve the paper (281K).
11	Papers/nmdps.ps Structured Solution Methods for Non-Markovian Decision Processes Fahiem Bacchus , Craig Boutilier and Adam Grove To Appear, AAAI-97, Providence You can view the abstract or you can retrieve the paper (100K).
12	Papers/map.ps Planning with Concurrent Interacting Actions Craig Boutilier and Ronen I. Brafman , To Appear, AAAI-97, Providence You can view the abstract or you can retrieve the paper (135K).
13	Papers/simulation.ps Structured Arc Reversal and Simulation of Dynamic Probabilistic Networks Adrian Y. W. Cheuk and Craig Boutilier , To Appear, UAI-97, Providence You can view the abstract or you can retrieve the paper (277K).
14	Papers/uai97b.ps Correlated Action Effects in Decision Theoretic Regression Craig Boutilier , To Appear, UAI-97, Providence You can view the abstract or you can retrieve the paper (188K).
15	Papers/preferences.ps A Constraint-Based Approach to Preference Elicitation and Decision Making Craig Boutilier , Ronen I. Brafman Christopher Geib and David Poole Appeared, AAAI Spring Symposium on Qualitative Decision Theory, March 1997. You can view the abstract or you can retrieve the paper (149K).
16	Papers/context-ind.ps Context-Specific Independence in Bayesian Networks Craig Boutilier , Nir Friedman , Moises Goldszmidt and Daphne Koller Appeared, UAI-96, Portland, OR. You can view the abstract or you can retrieve the paper (160K).
17	Papers/uai96coord.ps Learning Conventions in Multiagent Stochastic Domains using Likelihood Estimates Craig Boutilier Appeared, UAI-96, Portland, OR. You can view the abstract or you can retrieve the paper (160K).
18	Papers/behaviors.ps Rewarding Behaviors Fahiem Bacchus , Craig Boutilier and Adam Grove Appeared, AAAI-96, Portland, OR. You can view the abstract or you can retrieve the paper (191K).
19	Papers/pruning.ps Approximating Value Trees in Structured Dynamic Programming Craig Boutilier and Richard Dearden Appeared, ICML-96, Bari, ITALY. You can view the abstract or you can retrieve the paper (149K).
20	Papers/pomdp.ps Computing Optimal Policies for Partially Observable Decision Processes using Compact Representations Craig Boutilier and David Poole Appeared, AAAI-96, Portland, OR. You can view the abstract or you can retrieve the paper (213K).
21	Papers/tark96.ps Planning, Learning and Coordination in Multiagent Decision Processes Craig Boutilier Appeared, TARK-96 You can view the abstract or you can retrieve the paper (231K).
22	Papers/BN-frame.ps The Frame Problem and Bayesian Network Action Representations Craig Boutilier and Moises Goldszmidt Appeared, CSCSI-96, Toronto, May 1996. You can view the abstract or you can retrieve the paper (228K).
23	Papers/abstraction.ps Abstraction and Approximate Decision Theoretic Planning Richard Dearden and Craig Boutilier Artificial Intelligence 89(1):219-283 (1997). You can view the abstract or you can retrieve the paper (465K).
24	Papers/spi.ps Exploiting Structure in Policy Construction Craig Boutilier , Richard Dearden and Moises Goldszmidt To appear, IJCAI-95 (see also AAAI Spring Symposium on Extending Theories of Action, Stanford, March 1995). You can view the abstract or you can retrieve the paper (195K).
25	Papers/avg-reward.ps Process-Oriented Planning and Average-Reward Optimality Craig Boutilier and Martin L. Puterman To appear, IJCAI-95 You can view the abstract or you can retrieve the paper (150K).
26	Papers/gen-update.ps Generalized Update: Belief Change in Dynamic Settings Craig Boutilier To appear, IJCAI-95 You can view the abstract or you can retrieve the paper (116K).
27	Papers/planning.ps Planning Under Uncertainty: Structural Assumptions and Computational Leverage Craig Boutilier , Thomas Dean and Steve Hanks Unpublished Manuscript (version to appear in Proc. 3rd European Workshop on Planning (EWSP'95), Assisi, Italy, September, 1995). You can view the abstract or you can retrieve the paper (298K).
28	Papers/frame.ps Nondeterministic Actions and the Frame Problem Craig Boutilier and Nir Friedman Unpublished Manuscript (version to appear in AAAI Spring Symposium on Extending Theories of Action, Stanford, March 1995). You can view the abstract or you can retrieve the paper (105K).
29	Papers/aij95abduct.ps Abduction as Belief Revision Craig Boutilier and Veronica Becher Artificial Intelligence Journal 77(1):43-94 (1995). You can view the abstract or you can retrieve the paper (349K).
30	Papers/aij95update.ps Abduction to Plausible Causes: An Event-based Model of Belief Update Craig Boutilier Artificial Intelligence Journal 83(1):143-166 (1996). You can view the abstract or you can retrieve the paper (171K).
31	Papers/jpl95.ps Iterated Revision and Minimal Change of Conditional Beliefs Craig Boutilier Journal of Philosophical Logic 25(3):262-305 (1996). You can view the abstract or you can retrieve the paper (288K).
32	Papers/ndjfl95.ps On the Revision of Probabilistic Belief States Craig Boutilier Notre Dame Journal of Formal Logic 36(1):158-183 (1995). You can view the abstract or you can retrieve the paper (283K). Return to Craig's HomePage Accesses since I discovered this toy on May 29, 1997.